Dm. Stoms et al., VIEWING GEOMETRY OF AVHRR IMAGE COMPOSITES DERIVED USING MULTIPLE CRITERIA, Photogrammetric engineering and remote sensing, 63(6), 1997, pp. 681-689
The U.S. Geological Survey currently generates composites of AVHRR ima
gery based on a single objective-maximizing the Normalized Difference
Vegetation Index (NDVI)-as a means of reducing cloud contamination. Ou
r research supports the findings of others that, in some cases, NDVI i
s maximized at the expense of optimal viewing geometry; that is, satel
lite zenith angles are often further off-nadir than necessary to ensur
e cloud-free viewing. We explore various compositing methods by system
atically varying weights on NDVI, satellite zenith angle, and maximum
apparent temperature. A test composite of California from September 19
90 appears to be superior to the maximum NDVI and maximum apparent tem
perature composites in several respects. First, the satellite zenith a
ngle distribution is more closely clustered about nadir, which minimiz
es atmospheric path length, spatial distortion, and bidirectional refl
ectance effects. Second, neighboring pixels are more frequently select
ed with similar viewing geometry and atmospheric conditions.